A comprehensive review on detection of cyber-attacks: Data sets, methods, challenges, and future research directions

H Ahmetoglu, R Das - Internet of Things, 2022 - Elsevier
Rapid developments in network technologies and the amount and scope of data transferred
on networks are increasing day by day. Depending on this situation, the density and …

A comprehensive survey on SDN security: threats, mitigations, and future directions

Y Maleh, Y Qasmaoui, K El Gholami, Y Sadqi… - Journal of Reliable …, 2023 - Springer
Nowadays, security threats on Software Defined Network SDN architectures are similar to
traditional networks. However, the profile of these threats changes with SDN. For example, a …

A flow-based anomaly detection approach with feature selection method against ddos attacks in sdns

MS El Sayed, NA Le-Khac, MA Azer… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Software Defined Networking (SDN) is an emerging network platform, which facilitates
centralised network management. The SDN enables the network operators to manage the …

Security and privacy of internet of medical things: A contemporary review in the age of surveillance, botnets, and adversarial ML

RU Rasool, HF Ahmad, W Rafique, A Qayyum… - Journal of Network and …, 2022 - Elsevier
Abstract Internet of Medical Things (IoMT) supports traditional healthcare systems by
providing enhanced scalability, efficiency, reliability, and accuracy of healthcare services. It …

Adversarial Deep Learning approach detection and defense against DDoS attacks in SDN environments

MP Novaes, LF Carvalho, J Lloret… - Future Generation …, 2021 - Elsevier
Over the last few years, Software Defined Networking (SDN) paradigm has become an
emerging architecture to design future networks and to meet new application demands. SDN …

Machine learning approaches for combating distributed denial of service attacks in modern networking environments

A Aljuhani - IEEE Access, 2021 - ieeexplore.ieee.org
A distributed denial of service (DDoS) attack represents a major threat to service providers.
More specifically, a DDoS attack aims to disrupt and deny services to legitimate users by …

Cyber-secure SDN: A CNN-based approach for efficient detection and mitigation of DDoS attacks

AA Najar, SM Naik - Computers & Security, 2024 - Elsevier
Abstract Software Defined Networking (SDN) has become popular due to its flexibility and
agility in network management, enabling rapid adaptation to changing business …

Toward software-defined networking-based IoT frameworks: A systematic literature review, taxonomy, open challenges and prospects

S Siddiqui, S Hameed, SA Shah, I Ahmad… - IEEE …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) is characterized as one of the leading actors for the next evolutionary
stage in the computing world. IoT-based applications have already produced a plethora of …

A systematic literature review on machine learning and deep learning approaches for detecting DDoS attacks in software-defined networking

AA Bahashwan, M Anbar, S Manickam, TA Al-Amiedy… - Sensors, 2023 - mdpi.com
Software-defined networking (SDN) is a revolutionary innovation in network technology with
many desirable features, including flexibility and manageability. Despite those advantages …

DDoS attacks & defense mechanisms in SDN-enabled cloud: Taxonomy, review and research challenges

JK Chahal, A Bhandari, S Behal - Computer Science Review, 2024 - Elsevier
Software-defined Networking (SDN) is a transformative approach for addressing the
limitations of legacy networks due to decoupling of control planes from data planes. It offers …